Dharmabot AI
JustEase Translator solves legal translation accuracy across India's 22 languages.
Core trick
Three model agents translate each page independently, then a judge model reconciles them into one output with a reasoning trail.
Description
JustEase Translator solves legal translation accuracy across India's 22 languages. 80% of citizens face language barriers; 5% of contract disputes stem from translation errors costing ₹10 crore+.
Uses 3-agent "Model Council" (Gemini Flash, Pro, Judge) for court-defensible translations with transparent reasoning and audit trails. Handles scanned PDFs, handwritten docs, risk analysis.
Targets ₹28K crore legal market: SMEs, law firms, 1.55M NALSA beneficiaries verifying Supreme Court's AI-translated judgments. Open source.
AdvRahulAR/justease-legal-translator★ 00 forksTypeScriptCreated Feb 14, 2026 · last push Feb 14, 2026
README excerpt
# ⚖️ JustEase Legal Translator > An agentic, multi-model legal document intelligence platform powered by Google Gemini. JustEase translates, analyzes, and summarizes legal documents with courtroom-grade fidelity. It uses a **Multi-Agent "Model Council"** architecture where multiple AI agents independently process each page, then a judicial synthesis agent produces the final, most accurate result. --- ## ✨ Key Features ### 🏛️ Multi-Agent Model Council Three AI agents work in consensus to maximize translation accuracy: | Agent | Role | Model | |-------|------|-------| | **Agent Flash** | Fast OCR + triage — scans every page, detects complexity | `gemini-3-flash-preview` | | **Agent Pro** | Deep legal reasoning — activated for complex clauses | `gemini-3-pro-preview` | | **The Judge** | Judicial synthesis — resolves conflicts, produces final verdict | `gemini-3-pro-preview` | ### 📄 Visual Document Intelligence - **Deep OCR**: Handles printed text, handwriting, stamps, seals, and watermarks - **Rotation Correction**: Mentally corrects upside-down or rotated pages - **Mixed Languages**: Detects and translates multiple scripts in a single document - **Up to 50 pages** per document with per-page processing ### 🌍 11 Supported Languages Hindi 🇮🇳 · Malayalam 🇮🇳 · Spanish 🇪🇸 · French 🇫🇷 · German 🇩🇪 · Chinese 🇨🇳 · Japanese 🇯🇵 · Arabic 🇸🇦 · Russian 🇷🇺 · Portuguese 🇵🇹 · English 🇬🇧 ### 🔍 Legal Risk Analysis - **Headnote-style** executive summaries (Parties, Term, Termination) - **R